{"id":"W7017438084","doi":"","title":"Application of Laser-Induced Breakdown Spectroscopy for Inspection of Materials Involved in Safeguard Applications for Nuclear Activities","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Safeguard; Laser-induced breakdown spectroscopy; Materials testing; Electric breakdown","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000986831,0.0002058174,0.0002610745,0.0009649171,0.0009073297,0.0007709882,0.0003889033,0.001040072,0.00624549],"category_scores_gemma":[0.00136655,0.0001609385,0.0002071767,0.000444122,0.0003368892,0.0005927486,0.0003102391,0.0005077776,0.00145369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966503,"about_ca_system_score_gemma":0.0004769697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005451,"about_ca_topic_score_gemma":0.001199008,"domain_scores_codex":[0.9994736,0.0001185499,0.00001794231,0.00007539329,0.0002755479,0.00003884369],"domain_scores_gemma":[0.9989614,0.000189612,0.00006913046,0.00006850149,0.0006541465,0.00005709753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003281309,0.0001353852,0.008076905,0.0004909866,0.00002750623,0.0005543095,0.0003163791,0.0003169237,0.8886508,0.001652798,0.004018696,0.09543111],"study_design_scores_gemma":[0.00006255985,0.001270317,0.03439523,0.0001062425,0.00006361058,0.002723273,0.0008364826,0.00887922,0.8928854,0.001767396,0.05695507,0.00005512428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8366637,0.00703857,0.05959999,0.003318775,0.001507546,0.0004153406,0.0003806022,0.0008491513,0.09022623],"genre_scores_gemma":[0.9316083,0.002158216,0.03128247,0.0003649589,0.0001783585,0.00006643365,0.000179591,0.00006062956,0.0341011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00624549,"threshold_uncertainty_score":0.02089328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349972330285528,"score_gpt":0.2330132525505655,"score_spread":0.2195135292477102,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}